Run
511579

Run 511579

Task 3860 (Supervised Classification) balance-scale Uploaded 28-01-2016 by Rafael Gomes Mantovani
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Flow

classif.boosting(4)Learner classif.boosting from package(s) adabag, rpart.
classif.boosting(4)_xval0
classif.boosting(4)_seed1
classif.boosting(4)_kindMersenne-Twister
classif.boosting(4)_normal.kindInversion

Result files

Description

XML file describing the run, including user-defined evaluation measures.

Predictions

ARFF file with instance-level predictions generated by the model.

20 Evaluation measures

Area under ROC curve
0.9051
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9056
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8101
Cross-validation details (10-fold Crossvalidation)
KB relative information score
505.9358
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0944
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4969
Cross-validation details (10-fold Crossvalidation)
Number of instances
625
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9056
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9056
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9956
Cross-validation details (10-fold Crossvalidation)
Recall
0.9056
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.19
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4985
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3072
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6164
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
373.3
UserCPU time millis testing
4.888
UserCPU time millis training
368.412